Left Hand Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	93132
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	23662
Duplicate rows (%)	25.4%
Total size in memory	15.3 MiB
Average record size in memory	172.0 B

Variable types

DateTime	1
Numeric	20
Categorical	1

Alerts

`label` has constant value "1"	Constant
Dataset has 23662 (25.4%) duplicate rows	Duplicates
`Alpha_AF7` is highly overall correlated with `Delta_AF7` and 1 other fields	High correlation
`Alpha_AF8` is highly overall correlated with `Delta_AF8` and 1 other fields	High correlation
`Alpha_TP10` is highly overall correlated with `Beta_TP10` and 1 other fields	High correlation
`Alpha_TP9` is highly overall correlated with `Beta_TP9` and 3 other fields	High correlation
`Beta_AF7` is highly overall correlated with `Gamma_AF7`	High correlation
`Beta_AF8` is highly overall correlated with `Gamma_AF8`	High correlation
`Beta_TP10` is highly overall correlated with `Alpha_TP10`	High correlation
`Beta_TP9` is highly overall correlated with `Alpha_TP9` and 1 other fields	High correlation
`Delta_AF7` is highly overall correlated with `Alpha_AF7` and 3 other fields	High correlation
`Delta_AF8` is highly overall correlated with `Alpha_AF8` and 2 other fields	High correlation
`Delta_TP10` is highly overall correlated with `Theta_TP10`	High correlation
`Delta_TP9` is highly overall correlated with `Alpha_TP9` and 1 other fields	High correlation
`Gamma_AF7` is highly overall correlated with `Beta_AF7` and 1 other fields	High correlation
`Gamma_AF8` is highly overall correlated with `Beta_AF8` and 1 other fields	High correlation
`Gamma_TP9` is highly overall correlated with `Alpha_TP9` and 1 other fields	High correlation
`Theta_AF7` is highly overall correlated with `Alpha_AF7` and 1 other fields	High correlation
`Theta_AF8` is highly overall correlated with `Alpha_AF8` and 2 other fields	High correlation
`Theta_TP10` is highly overall correlated with `Alpha_TP10` and 2 other fields	High correlation
`Theta_TP9` is highly overall correlated with `Alpha_TP9` and 2 other fields	High correlation

Reproduction

Analysis started	2024-11-05 23:01:16.581337
Analysis finished	2024-11-05 23:02:20.315233
Duration	1 minute and 3.73 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

TimeStamp
Date

Distinct	68280
Distinct (%)	73.3%
Missing	0
Missing (%)	0.0%
Memory size	727.7 KiB

Minimum	2024-10-11 20:07:27.895000
Maximum	2024-10-11 20:28:58.410000

Histogram

Histogram with fixed size bins (bins=50)

Delta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	2025
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.65480988

Minimum	-0.4066183
Maximum	1.6268902
Zeros	0
Zeros (%)	0.0%
Negative	2880
Negative (%)	3.1%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.4066183
5-th percentile	0.055287007
Q1	0.3728329
median	0.6501019
Q3	0.92930394
95-th percentile	1.246645
Maximum	1.6268902
Range	2.0335085
Interquartile range (IQR)	0.55647104

Descriptive statistics

Standard deviation	0.37030548
Coefficient of variation (CV)	0.56551603
Kurtosis	-0.54175401
Mean	0.65480988
Median Absolute Deviation (MAD)	0.27867383
Skewness	0.0389894
Sum	60983.753
Variance	0.13712615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8548608	1181	1.3%
0.24433658	1032	1.1%
1.1459153	1013	1.1%
0.503338	933	1.0%
0.9714043	892	1.0%
0.720724	834	0.9%
1.3037685	811	0.9%
0.55017835	781	0.8%
0.62024903	729	0.8%
0.5432646	728	0.8%
Other values (2015)	84198	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4066183	25	< 0.1%
-0.35331142	26	< 0.1%
-0.30703834	26	< 0.1%
-0.30341488	26	< 0.1%
-0.2776039	26	< 0.1%
-0.2645603	13	< 0.1%
-0.24670486	26	< 0.1%
-0.23525964	234	0.3%
-0.22480272	26	< 0.1%
-0.21681657	26	< 0.1%

Value	Count	Frequency (%)
1.6268902	37	< 0.1%
1.6078422	283	0.3%
1.5715742	201	0.2%
1.5611825	413	0.4%
1.5336055	26	< 0.1%
1.5158995	26	< 0.1%
1.4968649	26	< 0.1%
1.4807439	113	0.1%
1.4740888	26	< 0.1%
1.4563652	219	0.2%

Delta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	3447
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45722999

Minimum	-0.92510855
Maximum	1.6161761
Zeros	0
Zeros (%)	0.0%
Negative	15488
Negative (%)	16.6%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.92510855
5-th percentile	-0.26292348
Q1	0.14642774
median	0.49670115
Q3	0.77903223
95-th percentile	1.0646731
Maximum	1.6161761
Range	2.5412846
Interquartile range (IQR)	0.63260449

Descriptive statistics

Standard deviation	0.41326347
Coefficient of variation (CV)	0.90384155
Kurtosis	-0.68632946
Mean	0.45722999
Median Absolute Deviation (MAD)	0.31154765
Skewness	-0.23429032
Sum	42582.744
Variance	0.17078669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0310216	457	0.5%
1.0066998	451	0.5%
0.41965392	333	0.4%
1.3669397	301	0.3%
0.8774651	260	0.3%
-0.43116146	234	0.3%
0.9889118	234	0.3%
0.5969188	234	0.3%
0.057777587	233	0.3%
0.6275311	208	0.2%
Other values (3437)	90187	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.92510855	23	< 0.1%
-0.80609256	26	< 0.1%
-0.78010714	13	< 0.1%
-0.65370923	26	< 0.1%
-0.6323575	26	< 0.1%
-0.6192648	26	< 0.1%
-0.59861416	26	< 0.1%
-0.56284946	26	< 0.1%
-0.5175846	26	< 0.1%
-0.48228312	26	< 0.1%

Value	Count	Frequency (%)
1.6161761	26	< 0.1%
1.5259304	26	< 0.1%
1.449642	26	< 0.1%
1.3857436	26	< 0.1%
1.3754667	147	0.2%
1.3669397	301	0.3%
1.3475959	7	< 0.1%
1.3369989	26	< 0.1%
1.3117636	26	< 0.1%
1.3110306	26	< 0.1%

Delta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	3323
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63867392

Minimum	-0.819825
Maximum	1.5363847
Zeros	0
Zeros (%)	0.0%
Negative	9190
Negative (%)	9.9%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.819825
5-th percentile	-0.17828499
Q1	0.37506652
median	0.7048283
Q3	0.97668374
95-th percentile	1.2512648
Maximum	1.5363847
Range	2.3562097
Interquartile range (IQR)	0.60161722

Descriptive statistics

Standard deviation	0.43443468
Coefficient of variation (CV)	0.68021359
Kurtosis	-0.30595944
Mean	0.63867392
Median Absolute Deviation (MAD)	0.2932449
Skewness	-0.53195722
Sum	59480.98
Variance	0.18873349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0344199	552	0.6%
1.1615596	399	0.4%
0.39198193	390	0.4%
1.2906314	379	0.4%
0.8371794	307	0.3%
1.0350587	286	0.3%
1.3477155	267	0.3%
1.176159	260	0.3%
0.9850477	260	0.3%
0.4111793	217	0.2%
Other values (3313)	89815	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.819825	1	< 0.1%
-0.7588573	26	< 0.1%
-0.7299423	26	< 0.1%
-0.7192198	26	< 0.1%
-0.7054448	26	< 0.1%
-0.70138705	26	< 0.1%
-0.6976622	26	< 0.1%
-0.6871712	26	< 0.1%
-0.58906347	26	< 0.1%
-0.58732677	23	< 0.1%

Value	Count	Frequency (%)
1.5363847	59	0.1%
1.5362073	26	< 0.1%
1.5098549	26	< 0.1%
1.5023584	151	0.2%
1.488448	26	< 0.1%
1.4844685	26	< 0.1%
1.478211	26	< 0.1%
1.4743334	13	< 0.1%
1.4673808	26	< 0.1%
1.4651284	26	< 0.1%

Delta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	1936
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6527356

Minimum	-0.40795213
Maximum	1.6466205
Zeros	0
Zeros (%)	0.0%
Negative	2095
Negative (%)	2.2%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.40795213
5-th percentile	0.084643394
Q1	0.38436386
median	0.65353537
Q3	0.9203416
95-th percentile	1.2189987
Maximum	1.6466205
Range	2.0545726
Interquartile range (IQR)	0.53597774

Descriptive statistics

Standard deviation	0.35736079
Coefficient of variation (CV)	0.54748169
Kurtosis	-0.38225175
Mean	0.6527356
Median Absolute Deviation (MAD)	0.26680623
Skewness	0.067436817
Sum	60790.572
Variance	0.12770673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.970106	900	1.0%
0.9203416	840	0.9%
0.33935818	834	0.9%
0.8984535	804	0.9%
0.72088814	729	0.8%
0.91159415	728	0.8%
0.68818194	720	0.8%
0.8114598	708	0.8%
0.331203	696	0.7%
0.5346496	663	0.7%
Other values (1926)	85510	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.40795213	26	< 0.1%
-0.3846707	26	< 0.1%
-0.37529278	26	< 0.1%
-0.3402325	26	< 0.1%
-0.30089107	26	< 0.1%
-0.28953975	26	< 0.1%
-0.24177319	26	< 0.1%
-0.22066571	26	< 0.1%
-0.21226408	26	< 0.1%
-0.20894247	26	< 0.1%

Value	Count	Frequency (%)
1.6466205	413	0.4%
1.617243	26	< 0.1%
1.5870334	234	0.3%
1.5856766	26	< 0.1%
1.5626559	26	< 0.1%
1.5625769	26	< 0.1%
1.5406682	26	< 0.1%
1.5143292	104	0.1%
1.5056713	26	< 0.1%
1.4961166	26	< 0.1%

Theta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	2024
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50429921

Minimum	-0.5483735
Maximum	1.3808128
Zeros	0
Zeros (%)	0.0%
Negative	5413
Negative (%)	5.8%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.5483735
5-th percentile	-0.014268812
Q1	0.27768177
median	0.46987867
Q3	0.7242026
95-th percentile	1.0705754
Maximum	1.3808128
Range	1.9291863
Interquartile range (IQR)	0.44652083

Descriptive statistics

Standard deviation	0.32955866
Coefficient of variation (CV)	0.65349826
Kurtosis	-0.30756474
Mean	0.50429921
Median Absolute Deviation (MAD)	0.21972019
Skewness	0.16357485
Sum	46966.394
Variance	0.10860891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.37920317	1181	1.3%
0.15072766	1032	1.1%
0.27768177	1013	1.1%
0.39718598	933	1.0%
0.29576227	892	1.0%
0.50082356	834	0.9%
0.8857079	811	0.9%
0.36313382	781	0.8%
1.0705754	729	0.8%
0.1994112	728	0.8%
Other values (2014)	84198	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5483735	26	< 0.1%
-0.54677963	26	< 0.1%
-0.468387	26	< 0.1%
-0.3914322	26	< 0.1%
-0.2998155	26	< 0.1%
-0.26797706	26	< 0.1%
-0.25772476	229	0.2%
-0.24533711	26	< 0.1%
-0.23989587	25	< 0.1%
-0.23421016	26	< 0.1%

Value	Count	Frequency (%)
1.3808128	26	< 0.1%
1.3777719	3	< 0.1%
1.3703897	26	< 0.1%
1.3702104	113	0.1%
1.3661493	26	< 0.1%
1.3569283	26	< 0.1%
1.3479897	26	< 0.1%
1.3172623	26	< 0.1%
1.3027948	26	< 0.1%
1.2892429	37	< 0.1%

Theta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	3447
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.16394771

Minimum	-0.8418786
Maximum	1.1401818
Zeros	0
Zeros (%)	0.0%
Negative	30358
Negative (%)	32.6%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.8418786
5-th percentile	-0.3405064
Q1	-0.060043678
median	0.1497622
Q3	0.40115562
95-th percentile	0.73818104
Maximum	1.1401818
Range	1.9820604
Interquartile range (IQR)	0.4611993

Descriptive statistics

Standard deviation	0.331684
Coefficient of variation (CV)	2.0231085
Kurtosis	-0.23114919
Mean	0.16394771
Median Absolute Deviation (MAD)	0.22957927
Skewness	0.064703098
Sum	15268.778
Variance	0.11001428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.37056646	457	0.5%
0.5223586	451	0.5%
-0.0105515905	333	0.4%
0.88673496	301	0.3%
0.36224166	260	0.3%
-0.71442664	234	0.3%
0.48428544	234	0.3%
0.34968382	234	0.3%
-0.5740659	233	0.3%
0.45557728	208	0.2%
Other values (3437)	90187	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8418786	13	< 0.1%
-0.79780537	26	< 0.1%
-0.71442664	234	0.3%
-0.70774245	26	< 0.1%
-0.7068773	26	< 0.1%
-0.7035678	26	< 0.1%
-0.6983037	26	< 0.1%
-0.6951479	26	< 0.1%
-0.6920987	26	< 0.1%
-0.6892758	26	< 0.1%

Value	Count	Frequency (%)
1.1401818	26	< 0.1%
1.0794389	147	0.2%
1.0479109	26	< 0.1%
0.97337186	26	< 0.1%
0.970942	26	< 0.1%
0.9706586	26	< 0.1%
0.97025084	26	< 0.1%
0.96922123	26	< 0.1%
0.9682486	26	< 0.1%
0.9671332	26	< 0.1%

Theta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	3323
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.28664016

Minimum	-0.6408732
Maximum	1.2264467
Zeros	0
Zeros (%)	0.0%
Negative	20275
Negative (%)	21.8%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.6408732
5-th percentile	-0.29289982
Q1	0.035651185
median	0.2803321
Q3	0.5391985
95-th percentile	0.8654906
Maximum	1.2264467
Range	1.8673199
Interquartile range (IQR)	0.50354732

Descriptive statistics

Standard deviation	0.34912171
Coefficient of variation (CV)	1.2179791
Kurtosis	-0.5154223
Mean	0.28664016
Median Absolute Deviation (MAD)	0.25131178
Skewness	0.004699375
Sum	26695.371
Variance	0.12188597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.49754038	552	0.6%
0.3764197	399	0.4%
0.16200906	390	0.4%
0.7904688	379	0.4%
0.1898672	307	0.3%
1.0089986	286	0.3%
1.1118422	267	0.3%
0.97920865	260	0.3%
0.61912215	260	0.3%
0.6763027	217	0.2%
Other values (3313)	89815	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6408732	23	< 0.1%
-0.6363553	26	< 0.1%
-0.62624353	26	< 0.1%
-0.6083444	26	< 0.1%
-0.5932624	26	< 0.1%
-0.5922298	26	< 0.1%
-0.58710265	26	< 0.1%
-0.5826353	26	< 0.1%
-0.56183743	26	< 0.1%
-0.5562627	26	< 0.1%

Value	Count	Frequency (%)
1.2264467	26	< 0.1%
1.1959379	26	< 0.1%
1.1495273	26	< 0.1%
1.1252402	3	< 0.1%
1.1118422	267	0.3%
1.1034218	26	< 0.1%
1.0995914	127	0.1%
1.099416	208	0.2%
1.0992439	26	< 0.1%
1.0973222	26	< 0.1%

Theta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	1936
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.51032233

Minimum	-0.5193906
Maximum	1.4757864
Zeros	0
Zeros (%)	0.0%
Negative	5113
Negative (%)	5.5%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.5193906
5-th percentile	-0.021126315
Q1	0.2794766
median	0.4785199
Q3	0.7395557
95-th percentile	1.0575439
Maximum	1.4757864
Range	1.995177
Interquartile range (IQR)	0.4600791

Descriptive statistics

Standard deviation	0.33586308
Coefficient of variation (CV)	0.6581391
Kurtosis	-0.20440105
Mean	0.51032233
Median Absolute Deviation (MAD)	0.2302777
Skewness	0.14732398
Sum	47527.34
Variance	0.11280401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0575439	900	1.0%
0.36939204	840	0.9%
0.14967561	834	0.9%
0.48981854	804	0.9%
0.7087976	729	0.8%
0.23688008	728	0.8%
0.41827935	720	0.8%
0.14673063	708	0.8%
0.90752286	696	0.7%
0.4801745	663	0.7%
Other values (1926)	85510	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5193906	25	< 0.1%
-0.4548992	26	< 0.1%
-0.41193464	156	0.2%
-0.4045313	26	< 0.1%
-0.39709827	26	< 0.1%
-0.37971845	26	< 0.1%
-0.3346983	26	< 0.1%
-0.3321581	26	< 0.1%
-0.2906913	26	< 0.1%
-0.2461225	26	< 0.1%

Value	Count	Frequency (%)
1.4757864	26	< 0.1%
1.4697113	3	< 0.1%
1.4640123	130	0.1%
1.4189924	26	< 0.1%
1.4137526	26	< 0.1%
1.4085382	26	< 0.1%
1.3949481	104	0.1%
1.3807642	26	< 0.1%
1.3788711	26	< 0.1%
1.3563304	26	< 0.1%

Alpha_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	1497
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.75289295

Minimum	-0.2659914
Maximum	1.5715884
Zeros	0
Zeros (%)	0.0%
Negative	208
Negative (%)	0.2%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.2659914
5-th percentile	0.2765978
Q1	0.50327265
median	0.7383845
Q3	0.9744519
95-th percentile	1.3478286
Maximum	1.5715884
Range	1.8375798
Interquartile range (IQR)	0.47117925

Descriptive statistics

Standard deviation	0.32297032
Coefficient of variation (CV)	0.42897244
Kurtosis	-0.42781103
Mean	0.75289295
Median Absolute Deviation (MAD)	0.23511185
Skewness	0.1692219
Sum	70118.426
Variance	0.10430983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.61294806	1181	1.3%
0.50327265	1032	1.1%
0.76277846	1013	1.1%
0.7383845	933	1.0%
0.961556	892	1.0%
1.4000418	841	0.9%
0.46912202	840	0.9%
0.5203629	834	0.9%
0.4731031	781	0.8%
0.99745905	729	0.8%
Other values (1487)	84056	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.2659914	26	< 0.1%
-0.16333115	26	< 0.1%
-0.1466284	26	< 0.1%
-0.104117684	26	< 0.1%
-0.096895486	26	< 0.1%
-0.08412607	26	< 0.1%
-0.024126153	26	< 0.1%
-0.0036403653	26	< 0.1%
0.026288481	127	0.1%
0.036457196	156	0.2%

Value	Count	Frequency (%)
1.5715884	26	< 0.1%
1.5714474	26	< 0.1%
1.568917	26	< 0.1%
1.56762	26	< 0.1%
1.5620966	26	< 0.1%
1.5281411	26	< 0.1%
1.5250751	26	< 0.1%
1.5245017	26	< 0.1%
1.5139488	217	0.2%
1.4972478	26	< 0.1%

Alpha_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	2632
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22590965

Minimum	-0.6571536
Maximum	1.4254296
Zeros	0
Zeros (%)	0.0%
Negative	16519
Negative (%)	17.7%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.6571536
5-th percentile	-0.17126256
Q1	0.057095494
median	0.20492558
Q3	0.365522
95-th percentile	0.7006869
Maximum	1.4254296
Range	2.0825832
Interquartile range (IQR)	0.30842651

Descriptive statistics

Standard deviation	0.27319973
Coefficient of variation (CV)	1.2093318
Kurtosis	2.8193025
Mean	0.22590965
Median Absolute Deviation (MAD)	0.15585219
Skewness	0.89820672
Sum	21039.417
Variance	0.074638094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.09081808	457	0.5%
0.0675782	451	0.5%
0.39746043	390	0.4%
0.826679	355	0.4%
0.5495696	338	0.4%
-0.16671829	333	0.4%
1.2772771	325	0.3%
1.4254296	319	0.3%
0.7006869	312	0.3%
0.5645193	301	0.3%
Other values (2622)	89551	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6571536	130	0.1%
-0.6016598	26	< 0.1%
-0.5653102	26	< 0.1%
-0.5512516	13	< 0.1%
-0.53273416	26	< 0.1%
-0.49789524	1	< 0.1%
-0.49599022	234	0.3%
-0.4808539	26	< 0.1%
-0.47743264	26	< 0.1%
-0.4391642	26	< 0.1%

Value	Count	Frequency (%)
1.4254296	319	0.3%
1.4223223	104	0.1%
1.4218303	234	0.3%
1.4186158	52	0.1%
1.2772771	325	0.3%
1.0823598	52	0.1%
1.0473018	135	0.1%
0.9176882	286	0.3%
0.9174161	26	< 0.1%
0.9099289	26	< 0.1%

Alpha_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	2465
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29474486

Minimum	-0.4616075
Maximum	1.243128
Zeros	0
Zeros (%)	0.0%
Negative	11218
Negative (%)	12.0%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.4616075
5-th percentile	-0.12406159
Q1	0.13288774
median	0.30044657
Q3	0.46821472
95-th percentile	0.67729926
Maximum	1.243128
Range	1.7047355
Interquartile range (IQR)	0.33532698

Descriptive statistics

Standard deviation	0.24948503
Coefficient of variation (CV)	0.84644406
Kurtosis	0.47092946
Mean	0.29474486
Median Absolute Deviation (MAD)	0.16776815
Skewness	0.11548685
Sum	27450.178
Variance	0.062242783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.32135877	593	0.6%
0.3746789	552	0.6%
0.5274519	444	0.5%
0.19874755	416	0.4%
0.026003499	399	0.4%
1.045091	390	0.4%
0.49975583	338	0.4%
0.8933622	338	0.4%
1.243128	325	0.3%
0.41250572	312	0.3%
Other values (2455)	89025	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4616075	26	< 0.1%
-0.3839097	26	< 0.1%
-0.383663	26	< 0.1%
-0.37808165	26	< 0.1%
-0.3749986	26	< 0.1%
-0.36710402	26	< 0.1%
-0.35690325	130	0.1%
-0.34485126	78	0.1%
-0.33808634	26	< 0.1%
-0.33698758	26	< 0.1%

Value	Count	Frequency (%)
1.243128	325	0.3%
1.045091	390	0.4%
0.99245083	211	0.2%
0.8933622	338	0.4%
0.8930008	59	0.1%
0.88733643	26	< 0.1%
0.8693608	260	0.3%
0.86883736	26	< 0.1%
0.86648095	26	< 0.1%
0.8646366	26	< 0.1%

Alpha_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	1490
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63752731

Minimum	-0.17881756
Maximum	1.6388506
Zeros	0
Zeros (%)	0.0%
Negative	841
Negative (%)	0.9%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.17881756
5-th percentile	0.17235813
Q1	0.45381102
median	0.62921435
Q3	0.82828593
95-th percentile	1.1222762
Maximum	1.6388506
Range	1.8176682
Interquartile range (IQR)	0.37447491

Descriptive statistics

Standard deviation	0.29204282
Coefficient of variation (CV)	0.45808676
Kurtosis	0.19129756
Mean	0.63752731
Median Absolute Deviation (MAD)	0.18893905
Skewness	0.26502533
Sum	59374.193
Variance	0.085289008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.59635174	900	1.0%
0.48933876	840	0.9%
0.46256658	834	0.9%
0.36347038	804	0.9%
0.7021598	729	0.8%
0.32243833	728	0.8%
0.16818863	720	0.8%
0.5747402	708	0.8%
0.45876932	696	0.7%
0.4307929	663	0.7%
Other values (1480)	85510	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.17881756	55	0.1%
-0.07815777	26	< 0.1%
-0.053116135	73	0.1%
-0.049040675	185	0.2%
-0.03872497	26	< 0.1%
-0.037181914	25	< 0.1%
-0.036758613	26	< 0.1%
-0.029713215	26	< 0.1%
-0.023484789	26	< 0.1%
-0.018240327	26	< 0.1%

Value	Count	Frequency (%)
1.6388506	312	0.3%
1.6348145	26	< 0.1%
1.601724	26	< 0.1%
1.5069225	26	< 0.1%
1.4588228	273	0.3%
1.4331067	130	0.1%
1.4249827	3	< 0.1%
1.4157469	26	< 0.1%
1.3827449	26	< 0.1%
1.3705559	26	< 0.1%

Beta_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	2025
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55366108

Minimum	-0.010375219
Maximum	1.5324174
Zeros	0
Zeros (%)	0.0%
Negative	55
Negative (%)	0.1%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.010375219
5-th percentile	0.21227449
Q1	0.3924923
median	0.5164433
Q3	0.65079266
95-th percentile	1.123079
Maximum	1.5324174
Range	1.5427926
Interquartile range (IQR)	0.25830036

Descriptive statistics

Standard deviation	0.25200936
Coefficient of variation (CV)	0.455169
Kurtosis	1.3545223
Mean	0.55366108
Median Absolute Deviation (MAD)	0.13029505
Skewness	1.0103554
Sum	51563.564
Variance	0.063508717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.62035483	1181	1.3%
0.23506914	1032	1.1%
0.5729701	1013	1.1%
0.55760115	933	1.0%
0.5665723	892	1.0%
0.29886454	834	0.9%
0.48109543	811	0.9%
0.3924923	781	0.8%
0.48019487	729	0.8%
0.1565919	728	0.8%
Other values (2015)	84198	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0103752185	55	0.1%
0.0340103	26	< 0.1%
0.034593146	90	0.1%
0.038669147	156	0.2%
0.050163176	26	< 0.1%
0.050810132	26	< 0.1%
0.05844798	130	0.1%
0.058776658	55	0.1%
0.06261715	26	< 0.1%
0.0678778	26	< 0.1%

Value	Count	Frequency (%)
1.5324174	37	< 0.1%
1.53144	26	< 0.1%
1.5308232	26	< 0.1%
1.5083057	26	< 0.1%
1.5022407	26	< 0.1%
1.4729125	26	< 0.1%
1.4551746	99	0.1%
1.4359267	26	< 0.1%
1.4022601	26	< 0.1%
1.3886945	26	< 0.1%

Beta_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	3447
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.077797228

Minimum	-0.4839949
Maximum	0.8430465
Zeros	0
Zeros (%)	0.0%
Negative	40236
Negative (%)	43.2%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.4839949
5-th percentile	-0.26036564
Q1	-0.12069628
median	0.071410745
Q3	0.269276
95-th percentile	0.45357564
Maximum	0.8430465
Range	1.3270414
Interquartile range (IQR)	0.38997228

Descriptive statistics

Standard deviation	0.23392517
Coefficient of variation (CV)	3.0068574
Kurtosis	-0.62460957
Mean	0.077797228
Median Absolute Deviation (MAD)	0.19543331
Skewness	0.28588264
Sum	7245.4114
Variance	0.054720983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2070782	457	0.5%
0.55822223	451	0.5%
-0.078772925	333	0.4%
0.47307786	301	0.3%
0.37011835	260	0.3%
-0.11288537	234	0.3%
-0.017280199	234	0.3%
0.061751466	234	0.3%
0.16112296	233	0.3%
0.38990173	208	0.2%
Other values (3437)	90187	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4839949	9	< 0.1%
-0.4824545	26	< 0.1%
-0.46651953	26	< 0.1%
-0.43364984	26	< 0.1%
-0.40423828	26	< 0.1%
-0.40408245	26	< 0.1%
-0.40230033	26	< 0.1%
-0.39294776	26	< 0.1%
-0.39179194	26	< 0.1%
-0.3878536	26	< 0.1%

Value	Count	Frequency (%)
0.8430465	26	< 0.1%
0.8333987	13	< 0.1%
0.8214703	26	< 0.1%
0.8035119	26	< 0.1%
0.80059934	26	< 0.1%
0.79716283	26	< 0.1%
0.7960598	26	< 0.1%
0.7838665	26	< 0.1%
0.7720963	26	< 0.1%
0.7705752	26	< 0.1%

Beta_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	3323
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.049746772

Minimum	-0.37368545
Maximum	0.90939146
Zeros	0
Zeros (%)	0.0%
Negative	36132
Negative (%)	38.8%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.37368545
5-th percentile	-0.22431226
Q1	-0.062128887
median	0.05022099
Q3	0.15385593
95-th percentile	0.323874
Maximum	0.90939146
Range	1.2830769
Interquartile range (IQR)	0.21598482

Descriptive statistics

Standard deviation	0.17051581
Coefficient of variation (CV)	3.4276758
Kurtosis	1.9536319
Mean	0.049746772
Median Absolute Deviation (MAD)	0.10762668
Skewness	0.5928818
Sum	4633.0163
Variance	0.02907564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.20725484	552	0.6%
-0.2207985	399	0.4%
0.102858655	390	0.4%
0.15385593	379	0.4%
0.05279614	307	0.3%
0.119648196	286	0.3%
0.41245505	267	0.3%
-0.11098117	260	0.3%
0.09449412	260	0.3%
-0.12894614	217	0.2%
Other values (3313)	89815	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.37368545	26	< 0.1%
-0.37302437	26	< 0.1%
-0.3664468	26	< 0.1%
-0.3640796	26	< 0.1%
-0.36150864	26	< 0.1%
-0.3585413	26	< 0.1%
-0.35811076	26	< 0.1%
-0.3537661	26	< 0.1%
-0.35371676	26	< 0.1%
-0.3533731	26	< 0.1%

Value	Count	Frequency (%)
0.90939146	26	< 0.1%
0.9081799	26	< 0.1%
0.9001074	26	< 0.1%
0.891454	26	< 0.1%
0.88667655	26	< 0.1%
0.88376874	26	< 0.1%
0.8828222	26	< 0.1%
0.8759859	26	< 0.1%
0.8642985	26	< 0.1%
0.84842396	26	< 0.1%

Beta_TP10
Real number (ℝ)

HIGH CORRELATION

Distinct	1935
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45981737

Minimum	0.049543567
Maximum	1.0748814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	727.7 KiB

Quantile statistics

Minimum	0.049543567
5-th percentile	0.17480837
Q1	0.33639523
median	0.4449709
Q3	0.5746812
95-th percentile	0.7769933
Maximum	1.0748814
Range	1.0253378
Interquartile range (IQR)	0.23828597

Descriptive statistics

Standard deviation	0.181101
Coefficient of variation (CV)	0.3938542
Kurtosis	-0.016962809
Mean	0.45981737
Median Absolute Deviation (MAD)	0.1209524
Skewness	0.3097722
Sum	42823.711
Variance	0.032797573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3990407	900	1.0%
0.6173399	840	0.9%
0.48539972	834	0.9%
0.3403542	804	0.9%
0.5476085	729	0.8%
0.064589	728	0.8%
0.1315783	720	0.8%
0.52843326	708	0.8%
0.26929384	696	0.7%
0.43662423	663	0.7%
Other values (1925)	85510	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.049543567	25	< 0.1%
0.050625026	26	< 0.1%
0.064589	728	0.8%
0.06567887	26	< 0.1%
0.069447376	26	< 0.1%
0.07981048	26	< 0.1%
0.08366265	130	0.1%
0.08677373	26	< 0.1%
0.09004222	26	< 0.1%
0.0918489	26	< 0.1%

Value	Count	Frequency (%)
1.0748814	26	< 0.1%
1.066082	7	< 0.1%
1.0564932	26	< 0.1%
1.043301	26	< 0.1%
1.0363767	26	< 0.1%
1.0089102	26	< 0.1%
1.0055828	339	0.4%
0.9800615	260	0.3%
0.9788513	104	0.1%
0.95651793	26	< 0.1%

Gamma_TP9
Real number (ℝ)

HIGH CORRELATION

Distinct	2025
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.070968234

Minimum	-0.5969919
Maximum	1.3445399
Zeros	0
Zeros (%)	0.0%
Negative	42302
Negative (%)	45.4%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.5969919
5-th percentile	-0.3436672
Q1	-0.12598455
median	0.016369894
Q3	0.19904754
95-th percentile	0.708888
Maximum	1.3445399
Range	1.9415318
Interquartile range (IQR)	0.32503209

Descriptive statistics

Standard deviation	0.30168894
Coefficient of variation (CV)	4.2510419
Kurtosis	1.7229835
Mean	0.070968234
Median Absolute Deviation (MAD)	0.16053399
Skewness	1.092278
Sum	6609.4136
Variance	0.091016216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0077280127	1181	1.3%
-0.2717877	1032	1.1%
0.44820297	1013	1.1%
0.12553343	933	1.0%
0.4068729	892	1.0%
-0.088363536	834	0.9%
-0.14951174	811	0.9%
0.014247987	781	0.8%
0.003826943	729	0.8%
-0.14475177	728	0.8%
Other values (2015)	84198	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5969919	26	< 0.1%
-0.58273304	26	< 0.1%
-0.5794985	156	0.2%
-0.56458163	26	< 0.1%
-0.55935526	26	< 0.1%
-0.5562862	26	< 0.1%
-0.53166777	26	< 0.1%
-0.51305604	26	< 0.1%
-0.511893	15	< 0.1%
-0.5080461	26	< 0.1%

Value	Count	Frequency (%)
1.3445399	37	< 0.1%
1.2933699	99	0.1%
1.2846258	26	< 0.1%
1.2580105	26	< 0.1%
1.2203779	26	< 0.1%
1.1974348	249	0.3%
1.1772791	26	< 0.1%
1.1338261	26	< 0.1%
1.1302731	127	0.1%
1.1142973	26	< 0.1%

Gamma_AF7
Real number (ℝ)

HIGH CORRELATION

Distinct	3447
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.20500166

Minimum	-0.8295909
Maximum	0.8094502
Zeros	0
Zeros (%)	0.0%
Negative	71142
Negative (%)	76.4%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.8295909
5-th percentile	-0.59519637
Q1	-0.4174133
median	-0.19135955
Q3	-0.009196755
95-th percentile	0.19235745
Maximum	0.8094502
Range	1.6390411
Interquartile range (IQR)	0.40821654

Descriptive statistics

Standard deviation	0.25684612
Coefficient of variation (CV)	-1.2528978
Kurtosis	-0.27455478
Mean	-0.20500166
Median Absolute Deviation (MAD)	0.20271489
Skewness	0.21220496
Sum	-19092.214
Variance	0.065969931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.036538146	457	0.5%
0.17015988	451	0.5%
-0.25432777	333	0.4%
0.07710346	301	0.3%
0.090978965	260	0.3%
-0.56069773	234	0.3%
-0.23636563	234	0.3%
-0.030724622	234	0.3%
-0.040997162	233	0.3%
0.048773237	208	0.2%
Other values (3437)	90187	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8295909	26	< 0.1%
-0.82461727	26	< 0.1%
-0.8180178	26	< 0.1%
-0.79977834	26	< 0.1%
-0.7991709	26	< 0.1%
-0.78218067	26	< 0.1%
-0.7659654	26	< 0.1%
-0.76115215	26	< 0.1%
-0.74914527	26	< 0.1%
-0.7299861	26	< 0.1%

Value	Count	Frequency (%)
0.8094502	26	< 0.1%
0.8072292	26	< 0.1%
0.8038292	26	< 0.1%
0.80115664	26	< 0.1%
0.798134	26	< 0.1%
0.7805455	26	< 0.1%
0.77086115	26	< 0.1%
0.755616	26	< 0.1%
0.7286724	26	< 0.1%
0.7135646	26	< 0.1%

Gamma_AF8
Real number (ℝ)

HIGH CORRELATION

Distinct	3323
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.26035189

Minimum	-0.7907723
Maximum	1.1862203
Zeros	0
Zeros (%)	0.0%
Negative	84677
Negative (%)	90.9%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.7907723
5-th percentile	-0.57159376
Q1	-0.41528586
median	-0.25417623
Q3	-0.14165054
95-th percentile	0.0828371
Maximum	1.1862203
Range	1.9769926
Interquartile range (IQR)	0.27363532

Descriptive statistics

Standard deviation	0.22323732
Coefficient of variation (CV)	-0.85744457
Kurtosis	6.3842376
Mean	-0.26035189
Median Absolute Deviation (MAD)	0.13521697
Skewness	1.3699315
Sum	-24247.092
Variance	0.049834899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.23849684	552	0.6%
-0.07117519	399	0.4%
-0.19880469	390	0.4%
-0.32895526	379	0.4%
0.11664324	307	0.3%
-0.3364898	286	0.3%
0.10727837	267	0.3%
-0.5628077	260	0.3%
-0.25476888	260	0.3%
-0.18230899	217	0.2%
Other values (3313)	89815	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.7907723	26	< 0.1%
-0.7628156	26	< 0.1%
-0.75986856	26	< 0.1%
-0.74315184	26	< 0.1%
-0.73116165	26	< 0.1%
-0.72902364	26	< 0.1%
-0.7210879	26	< 0.1%
-0.72012466	26	< 0.1%
-0.7088205	26	< 0.1%
-0.7070373	26	< 0.1%

Value	Count	Frequency (%)
1.1862203	26	< 0.1%
1.184697	26	< 0.1%
1.1793607	26	< 0.1%
1.1774347	26	< 0.1%
1.1673771	26	< 0.1%
1.1642416	26	< 0.1%
1.1552193	26	< 0.1%
1.1447307	26	< 0.1%
1.1354862	26	< 0.1%
1.132828	26	< 0.1%

Gamma_TP10
Real number (ℝ)

Distinct	1936
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0012392171

Minimum	-0.51379126
Maximum	0.79647547
Zeros	0
Zeros (%)	0.0%
Negative	51537
Negative (%)	55.3%
Memory size	727.7 KiB

Quantile statistics

Minimum	-0.51379126
5-th percentile	-0.2887315
Q1	-0.13704656
median	-0.021565398
Q3	0.1174116
95-th percentile	0.33334973
Maximum	0.79647547
Range	1.3102667
Interquartile range (IQR)	0.25445816

Descriptive statistics

Standard deviation	0.20379222
Coefficient of variation (CV)	-164.45239
Kurtosis	1.4488695
Mean	-0.0012392171
Median Absolute Deviation (MAD)	0.12817604
Skewness	0.71304684
Sum	-115.41077
Variance	0.041531269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.01032809	900	1.0%
-0.036811277	840	0.9%
-0.18212631	834	0.9%
0.065654196	804	0.9%
-0.021565398	729	0.8%
0.1174116	728	0.8%
-0.14974144	720	0.8%
-0.17260931	708	0.8%
-0.24880232	696	0.7%
-0.06524087	663	0.7%
Other values (1926)	85510	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.51379126	249	0.3%
-0.50230336	193	0.2%
-0.5017858	26	< 0.1%
-0.4654321	26	< 0.1%
-0.43660116	26	< 0.1%
-0.4350215	26	< 0.1%
-0.4308847	26	< 0.1%
-0.42497525	461	0.5%
-0.4235262	26	< 0.1%
-0.42233744	26	< 0.1%

Value	Count	Frequency (%)
0.79647547	26	< 0.1%
0.7914127	234	0.3%
0.79003894	7	< 0.1%
0.765733	26	< 0.1%
0.75960743	26	< 0.1%
0.75587165	301	0.3%
0.7403929	26	< 0.1%
0.7255035	26	< 0.1%
0.7182533	26	< 0.1%
0.70000166	104	0.1%

label
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.2 MiB

1	93132

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	93132
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	93132	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	93132	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	93132	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93132	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	93132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	93132	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	93132	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	93132	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	93132	100.0%

Auto

Heatmap
Table

	Alpha_AF7	Alpha_AF8	Alpha_TP10	Alpha_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Beta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Delta_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	Gamma_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Theta_TP9
Alpha_AF7	1.000	0.291	0.109	0.148	0.209	0.108	0.161	0.135	0.542	0.239	0.146	0.139	0.172	0.099	0.161	0.061	0.629	0.298	0.127	0.180
Alpha_AF8	0.291	1.000	0.214	0.215	0.178	0.068	0.212	0.241	0.268	0.556	0.175	0.233	0.162	-0.043	0.182	0.249	0.346	0.650	0.166	0.244
Alpha_TP10	0.109	0.214	1.000	0.430	0.107	0.086	0.541	0.248	-0.061	0.036	0.399	0.210	0.077	0.056	0.377	0.187	-0.041	0.058	0.546	0.341
Alpha_TP9	0.148	0.215	0.430	1.000	0.076	-0.053	0.272	0.602	0.089	0.220	0.322	0.519	0.106	-0.077	0.219	0.554	0.084	0.196	0.361	0.613
Beta_AF7	0.209	0.178	0.107	0.076	1.000	0.285	0.157	0.235	0.239	0.205	0.064	0.144	0.844	0.480	0.195	0.185	0.196	0.181	0.142	0.161
Beta_AF8	0.108	0.068	0.086	-0.053	0.285	1.000	0.162	0.073	0.059	-0.028	0.051	0.040	0.268	0.579	0.129	0.012	0.087	0.032	0.093	0.039
Beta_TP10	0.161	0.212	0.541	0.272	0.157	0.162	1.000	0.345	0.125	0.192	0.352	0.210	0.167	0.068	0.485	0.245	0.141	0.208	0.433	0.322
Beta_TP9	0.135	0.241	0.248	0.602	0.235	0.073	0.345	1.000	0.239	0.345	0.315	0.390	0.248	0.006	0.274	0.690	0.210	0.335	0.300	0.420
Delta_AF7	0.542	0.268	-0.061	0.089	0.239	0.059	0.125	0.239	1.000	0.579	0.181	0.181	0.250	0.113	0.158	0.225	0.843	0.511	0.149	0.124
Delta_AF8	0.239	0.556	0.036	0.220	0.205	-0.028	0.192	0.345	0.579	1.000	0.214	0.289	0.208	-0.041	0.197	0.366	0.485	0.837	0.179	0.236
Delta_TP10	0.146	0.175	0.399	0.322	0.064	0.051	0.352	0.315	0.181	0.214	1.000	0.496	0.061	-0.003	0.352	0.157	0.166	0.207	0.643	0.377
Delta_TP9	0.139	0.233	0.210	0.519	0.144	0.040	0.210	0.390	0.181	0.289	0.496	1.000	0.197	0.040	0.243	0.344	0.207	0.274	0.367	0.697
Gamma_AF7	0.172	0.162	0.077	0.106	0.844	0.268	0.167	0.248	0.250	0.208	0.061	0.197	1.000	0.518	0.245	0.242	0.230	0.189	0.115	0.161
Gamma_AF8	0.099	-0.043	0.056	-0.077	0.480	0.579	0.068	0.006	0.113	-0.041	-0.003	0.040	0.518	1.000	0.169	-0.072	0.112	-0.051	0.048	0.013
Gamma_TP10	0.161	0.182	0.377	0.219	0.195	0.129	0.485	0.274	0.158	0.197	0.352	0.243	0.245	0.169	1.000	0.305	0.153	0.190	0.342	0.258
Gamma_TP9	0.061	0.249	0.187	0.554	0.185	0.012	0.245	0.690	0.225	0.366	0.157	0.344	0.242	-0.072	0.305	1.000	0.177	0.335	0.260	0.321
Theta_AF7	0.629	0.346	-0.041	0.084	0.196	0.087	0.141	0.210	0.843	0.485	0.166	0.207	0.230	0.112	0.153	0.177	1.000	0.499	0.159	0.181
Theta_AF8	0.298	0.650	0.058	0.196	0.181	0.032	0.208	0.335	0.511	0.837	0.207	0.274	0.189	-0.051	0.190	0.335	0.499	1.000	0.190	0.271
Theta_TP10	0.127	0.166	0.546	0.361	0.142	0.093	0.433	0.300	0.149	0.179	0.643	0.367	0.115	0.048	0.342	0.260	0.159	0.190	1.000	0.513
Theta_TP9	0.180	0.244	0.341	0.613	0.161	0.039	0.322	0.420	0.124	0.236	0.377	0.697	0.161	0.013	0.258	0.321	0.181	0.271	0.513	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	TimeStamp	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	label
0	2024-10-11 20:07:27.895	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
1	2024-10-11 20:07:27.900	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
2	2024-10-11 20:07:27.902	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
3	2024-10-11 20:07:27.904	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
4	2024-10-11 20:07:27.905	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
5	2024-10-11 20:07:27.906	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
6	2024-10-11 20:07:27.908	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
7	2024-10-11 20:07:27.909	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
8	2024-10-11 20:07:27.911	0.862101	1.239428	1.244076	0.726467	0.917468	0.804229	0.858325	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.141676	-0.218233	0.750154	0.356707	-0.342655	-0.418381	0.281988	1
9	2024-10-11 20:07:27.912	0.862101	1.222063	1.180493	0.726467	0.917468	0.773338	0.795963	1.021668	0.723116	0.508382	0.476614	0.175736	0.655273	-0.151856	-0.203432	0.750154	0.356707	-0.360098	-0.438592	0.281988	1

	TimeStamp	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	label
93122	2024-10-11 20:28:58.403	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93123	2024-10-11 20:28:58.404	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93124	2024-10-11 20:28:58.405	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93125	2024-10-11 20:28:58.406	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93126	2024-10-11 20:28:58.407	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93127	2024-10-11 20:28:58.407	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93128	2024-10-11 20:28:58.408	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93129	2024-10-11 20:28:58.409	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93130	2024-10-11 20:28:58.409	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1
93131	2024-10-11 20:28:58.410	0.311739	-0.247687	-0.266602	0.344831	0.176105	-0.322092	-0.374062	0.321218	0.576059	-0.055	-0.082099	0.634674	0.239179	-0.195426	0.204388	0.447559	-0.345086	-0.579042	-0.166173	-0.089706	1

Most frequently occurring

	TimeStamp	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	label	# duplicates
10	2024-10-11 20:07:28.113	0.862101	1.066385	1.082113	0.726467	0.917468	0.555405	0.701663	1.021668	0.723116	0.480014	0.485648	0.175736	0.655273	-0.214211	-0.196071	0.750154	0.356707	-0.422133	-0.485338	0.281988	1	3
172	2024-10-11 20:07:29.920	0.473622	0.309992	0.954421	0.382959	0.305170	0.452450	0.590504	0.177908	0.571412	0.487176	0.445018	0.906033	0.327790	-0.089023	0.029394	0.929177	-0.050032	-0.360477	-0.333317	0.333350	1	3
229	2024-10-11 20:07:30.593	0.950136	-0.121144	0.450505	0.578313	0.664731	-0.004337	0.077591	0.601524	0.626415	0.159890	0.156299	0.948358	0.336842	-0.018151	-0.047308	0.825524	-0.079339	-0.432965	-0.475329	0.240911	1	3
321	2024-10-11 20:07:31.695	1.070444	0.193985	0.480527	0.652441	0.708632	0.166790	0.207585	0.592001	0.605672	-0.068575	0.241614	0.621716	0.480564	-0.209108	-0.152069	0.475738	0.234301	-0.499190	-0.532872	0.166338	1	3
662	2024-10-11 20:08:36.121	0.303453	0.459214	0.556989	0.970081	0.436380	0.050630	0.402714	0.594707	0.736650	0.203474	0.488123	0.999331	0.506464	0.152331	-0.051383	0.776024	0.037170	-0.417190	-0.400737	0.204079	1	3
736	2024-10-11 20:08:36.976	0.319975	0.256017	0.390783	0.532177	0.390084	-0.114226	0.333779	0.223407	0.492550	0.146646	0.343255	0.752266	0.324121	-0.077354	-0.038482	0.676225	-0.155230	-0.578679	-0.541048	-0.051781	1	3
1036	2024-10-11 20:08:43.239	0.882171	0.418875	1.403599	0.688182	0.362411	0.236630	0.771620	0.418279	0.345839	0.265505	0.651735	0.168189	0.271564	-0.111178	-0.119140	0.131578	-0.437191	-0.593800	-0.425751	-0.149741	1	3
1099	2024-10-11 20:08:44.010	0.882171	0.629158	1.449312	0.688182	0.362411	0.298821	0.907474	0.418279	0.345839	0.334580	0.691161	0.168189	0.271564	-0.142278	-0.066386	0.131578	-0.437191	-0.561330	-0.402005	-0.149741	1	3
1194	2024-10-11 20:08:48.299	0.543265	0.166268	0.370234	0.911594	0.199411	-0.094294	0.359353	0.236880	0.794836	0.246539	0.278774	0.322438	0.156592	-0.140174	-0.262510	0.064589	-0.144752	-0.561044	-0.558036	0.117412	1	3
1279	2024-10-11 20:08:49.251	0.543265	0.274831	0.922958	0.911594	0.199411	-0.108365	0.176154	0.236880	0.794836	-0.132108	0.114316	0.322438	0.156592	-0.208555	-0.205308	0.064589	-0.144752	-0.278622	-0.630644	0.117412	1	3

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring